Fecal microbiota degradation over time in ex situ Namibian Cheetahs (Part 1 of 2)
Data files
Jan 09, 2025 version files 915.37 KB
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CCF8_featuretable_July2024.csv
77.54 KB
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CCF8_Meta_July2024.csv
4.16 KB
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CCF8_taxonomy_July2024.csv
69.09 KB
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CCFPT_2024_DNAsequences.fasta
698.48 KB
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CCFPT_2024_tree.nwk
62.08 KB
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README.md
4.02 KB
Abstract
The relationships between gut microbiota and animal health are an important consideration that are increasingly influential in the management of wild and ex situ endangered species, such as the cheetah (Acinonyx jubatus). To better understand these relationships, fresh fecal samples are currently required as a non-invasive alternative for the gut microbiome. Unfortunately, fresh samples are challenging to collect, especially in the wild. This study had two main aims: 1) to determine the optimal collection time point for cheetah feces after deposit in their native environment of Namibia as a guide for wild cheetah fecal microbiome studies; and 2) to characterize the cheetah fecal microbiota between two ex situ cheetah populations from two locations (Front Royal, VA, USA and Otjiwarongo, Namibia), which also consume different diets (commercial diet + carcass supplements and carcass only, respectively). Fresh fecal samples were collected from 16 cheetahs (Virginia, n = 8; Namibia n = 8) and analyzed for bacterial community diversity and composition using 16S rRNA gene amplicon sequencing. First, we found no difference in bacterial richness, diversity, or community composition from fresh fecal material compared to subsequent samples of decomposing fecals over a four-day sampling period in Namibia. Second, fresh cheetah samples in semi-wild conditions in Namibia had higher number of bacterial taxa, more phylogenetically diverse bacteria and contained compositionally distinct microbiomes (Bray-Curtis dissimilarity, Jaccard, and unweighted UniFrac measures) from cheetahs in zoo-managed conditions in the USA. We also found few differences in predictive functions of the fecal microbiota between the populations, where only one disease-related pathway was higher in the USA samples. Overall, our findings suggest that in dry season conditions (no recorded rainfall) in Namibia, fecals may be usable for up to three days after defecation for microbial ecology studies. We provide observational data on how to identify fecals within four days of being voided (see supplemental photos). There are major demographic and dietary differences between ex situ Namibian and USA populations, and we suggest further investigation into the influence of diet and population on the gut microbiota and health of cheetahs.
README: Fecal microbiota degradation over time in ex situ Namibian Cheetahs (Part 1 of 2)
Description of the data and file structure
Code and files for preprocessing and analyses of 16S fecal microbiota data from cheetahs. Fecal samples were collected fresh and analyzed for an additional 4 days to observe microbial changes in fecals exposed to the environment.
This data is for Objective 1 in the article: "Fecal Microbiota is More Stable During Degradation and More Diverse for Ex Situ Cheetahs in Namibia Compared to the USA"
Data from the same article for Objective 2 can be found: DOI: 10.5061/dryad.jm63xsjm5
R Markdown Files
- NAM_Degradation_Preprocessing.Rmd - code for preprocessing unpaired FASTQ files (dada2, decontam, rarefactin curve, alpha calculations, create phyloseq object files)
- NAM_Degradation_Analyses.Rmd - code for statistical tests and visualizations for relative abundance, alpha and beta diversity
- NAM_Degradation_MaAslin2_Code.Rmd - code for running differential abundance testing across samples days using MaAslin2
Files for building phyloseq object
- CCF8_featuretable_July2024.csv (feature table - ASV counts for each sample, first column are row names so there is no data in column 1, row 1 as is expected format for phyloseq processing)
- CCF8_Meta_July2024.csv (metadata for samples)
SampleID | Full name of sample to match FASTQ file. |
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Fecal.ID | Series ID |
SampleDay | The day in the series it was collected |
SampleDate | Actual calendar day of fecal sampling. |
quant.reading | DNA concentration of extracted DNA (before any PCR) as measured by a fluorometer Used in decontam. |
sample.type | TRUE or FALSE. FALSE is for negative controls. Used in decontam. |
is.neg | TRUE or FALSE. TRUE is negative controls. Used in decontam and to separate out negatives from true samples. |
Sample_or_Control** | TRUE sample = all fecal samples are true samples. |
sample | Full combination of Fecal ID and Sample Day using NAM moniker instead of CCF |
PD | Faith's Phylogenetic Diversity |
SR | Species Richness (ASV count) |
sample_sums.ccfclean24. | number of sequences in each sample AFTER decontam and filtering |
- CCF8_taxonomy_July2024.csv (taxonomy file for mapping ASV numbers to taxonomy classifications, first column has no header as expected format for phyloseq processing)
- NAs: when NAs are present it indicates the corresponding column name/level could not be identified
- CCFPT_2024_DNAsequences.fasta (Sequences of ASVs)
- CCFPT_2024_tree.nwk (phylogenetic tree of DNA sequences from ASVs)
Sharing/Access information:
Raw sequence reads can be found in the SRA directory: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA1160820
Code and files can also be found on GitHub:
Objective 1: https://github.com/Malytherin/CheetahFecalStability_Namibia
Objective 2: https://github.com/Malytherin/Comparing.Fresh.Fecals_NAMvUSA